Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 1316 |
| Missing cells | 2069 |
| Missing cells (%) | 8.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 195.3 KiB |
| Average record size in memory | 152.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 17 |
ta is highly overall correlated with par and 7 other fields | High correlation |
press is highly overall correlated with So and 1 other fields | High correlation |
par is highly overall correlated with ta and 5 other fields | High correlation |
Rn is highly overall correlated with ta and 6 other fields | High correlation |
H is highly overall correlated with ta and 4 other fields | High correlation |
LE is highly overall correlated with ta and 5 other fields | High correlation |
rh is highly overall correlated with ta and 7 other fields | High correlation |
h2o is highly overall correlated with rh and 1 other fields | High correlation |
ees is highly overall correlated with ta and 5 other fields | High correlation |
So is highly overall correlated with press and 2 other fields | High correlation |
prec is highly overall correlated with ta and 1 other fields | High correlation |
LAI is highly overall correlated with press and 2 other fields | High correlation |
ee is highly overall correlated with rh and 1 other fields | High correlation |
NEE is highly overall correlated with ta and 1 other fields | High correlation |
aod is highly overall correlated with So and 1 other fields | High correlation |
ta has 135 (10.3%) missing values | Missing |
press has 28 (2.1%) missing values | Missing |
Rn has 325 (24.7%) missing values | Missing |
ws has 132 (10.0%) missing values | Missing |
H has 149 (11.3%) missing values | Missing |
LE has 282 (21.4%) missing values | Missing |
rh has 261 (19.8%) missing values | Missing |
h2o has 235 (17.9%) missing values | Missing |
Fh2o has 201 (15.3%) missing values | Missing |
ee has 279 (21.2%) missing values | Missing |
ees has 19 (1.4%) missing values | Missing |
aod has 15 (1.1%) missing values | Missing |
Date has unique values | Unique |
prec has 710 (54.0%) zeros | Zeros |
Reproduction
| Analysis started | 2022-12-07 14:48:41.151372 |
|---|---|
| Analysis finished | 2022-12-07 14:49:32.350890 |
| Duration | 51.2 seconds |
| Software version | pandas-profiling vv3.5.0 |
| Download configuration | config.json |
Date
Date
| Distinct | 1316 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.6 KiB |
| Minimum | 2001-12-31 00:00:00 |
|---|---|
| Maximum | 2005-12-31 00:00:00 |
| Distinct | 1179 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 135 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.277286 |
| Minimum | 21.788875 |
|---|---|
| Maximum | 27.971125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 21.788875 |
|---|---|
| 5-th percentile | 23.323522 |
| Q1 | 24.45175 |
| median | 25.335542 |
| Q3 | 26.148375 |
| 95-th percentile | 26.965542 |
| Maximum | 27.971125 |
| Range | 6.18225 |
| Interquartile range (IQR) | 1.696625 |
Descriptive statistics
| Standard deviation | 1.1271465 |
|---|---|
| Coefficient of variation (CV) | 0.044591279 |
| Kurtosis | -0.46869674 |
| Mean | 25.277286 |
| Median Absolute Deviation (MAD) | 0.8495 |
| Skewness | -0.28674427 |
| Sum | 29852.475 |
| Variance | 1.2704593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.664875 | 2 | 0.2% |
| 24.2825 | 2 | 0.2% |
| 25.16041667 | 1 | 0.1% |
| 26.02704167 | 1 | 0.1% |
| 24.89316667 | 1 | 0.1% |
| 25.60920833 | 1 | 0.1% |
| 24.466125 | 1 | 0.1% |
| 24.94352083 | 1 | 0.1% |
| 24.61004167 | 1 | 0.1% |
| 23.53408333 | 1 | 0.1% |
| Other values (1169) | 1169 | |
| (Missing) | 135 | 10.3% |
| Value | Count | Frequency (%) |
| 21.788875 | 1 | |
| 21.82395833 | 1 | |
| 21.97625 | 1 | |
| 22.12975 | 1 | |
| 22.200375 | 1 | |
| 22.27195833 | 1 | |
| 22.30220833 | 1 | |
| 22.31170833 | 1 | |
| 22.32975 | 1 | |
| 22.38191304 | 1 |
| Value | Count | Frequency (%) |
| 27.971125 | 1 | |
| 27.67154167 | 1 | |
| 27.62 | 1 | |
| 27.59870833 | 1 | |
| 27.5545 | 1 | |
| 27.50883333 | 1 | |
| 27.50654167 | 1 | |
| 27.34690909 | 1 | |
| 27.340125 | 1 | |
| 27.30208333 | 1 |
| Distinct | 1280 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 28 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.514037 |
| Minimum | 96.915783 |
|---|---|
| Maximum | 98.016325 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 96.915783 |
|---|---|
| 5-th percentile | 97.173023 |
| Q1 | 97.374977 |
| median | 97.514431 |
| Q3 | 97.669935 |
| 95-th percentile | 97.824101 |
| Maximum | 98.016325 |
| Range | 1.1005417 |
| Interquartile range (IQR) | 0.29495833 |
Descriptive statistics
| Standard deviation | 0.20482885 |
|---|---|
| Coefficient of variation (CV) | 0.0021005063 |
| Kurtosis | -0.39693697 |
| Mean | 97.514037 |
| Median Absolute Deviation (MAD) | 0.14937083 |
| Skewness | -0.2146704 |
| Sum | 125598.08 |
| Variance | 0.041954857 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 97.37682917 | 6 | 0.5% |
| 97.48195833 | 2 | 0.2% |
| 97.38665 | 2 | 0.2% |
| 97.40247391 | 2 | 0.2% |
| 97.57980417 | 1 | 0.1% |
| 97.49940833 | 1 | 0.1% |
| 97.61938333 | 1 | 0.1% |
| 97.68883333 | 1 | 0.1% |
| 97.7934625 | 1 | 0.1% |
| 97.63882917 | 1 | 0.1% |
| Other values (1270) | 1270 | |
| (Missing) | 28 | 2.1% |
| Value | Count | Frequency (%) |
| 96.91578333 | 1 | |
| 96.93217083 | 1 | |
| 96.9344375 | 1 | |
| 96.94302917 | 1 | |
| 96.95365 | 1 | |
| 96.96357083 | 1 | |
| 96.96418333 | 1 | |
| 96.9758125 | 1 | |
| 96.99268333 | 1 | |
| 96.99402083 | 1 |
| Value | Count | Frequency (%) |
| 98.016325 | 1 | |
| 98.0029 | 1 | |
| 98.00215833 | 1 | |
| 97.985475 | 1 | |
| 97.97918333 | 1 | |
| 97.95863333 | 1 | |
| 97.950425 | 1 | |
| 97.94232917 | 1 | |
| 97.94067083 | 1 | |
| 97.93676667 | 1 |
par
Real number (ℝ)
| Distinct | 1274 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 345.42192 |
| Minimum | 93.692417 |
|---|---|
| Maximum | 559.05546 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 93.692417 |
|---|---|
| 5-th percentile | 196.54793 |
| Q1 | 303.27688 |
| median | 353.49371 |
| Q3 | 399.74271 |
| 95-th percentile | 454.98964 |
| Maximum | 559.05546 |
| Range | 465.36304 |
| Interquartile range (IQR) | 96.465833 |
Descriptive statistics
| Standard deviation | 78.367192 |
|---|---|
| Coefficient of variation (CV) | 0.22687382 |
| Kurtosis | 0.312296 |
| Mean | 345.42192 |
| Median Absolute Deviation (MAD) | 48.621854 |
| Skewness | -0.52155905 |
| Sum | 453193.56 |
| Variance | 6141.4168 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 214.2139167 | 2 | 0.2% |
| 423.473375 | 2 | 0.2% |
| 337.3300417 | 2 | 0.2% |
| 422.902875 | 2 | 0.2% |
| 322.1424167 | 2 | 0.2% |
| 438.0894167 | 2 | 0.2% |
| 356.8924167 | 2 | 0.2% |
| 402.28075 | 2 | 0.2% |
| 386.991875 | 2 | 0.2% |
| 304.7550833 | 2 | 0.2% |
| Other values (1264) | 1292 | |
| (Missing) | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 93.69241667 | 1 | |
| 98.69016667 | 1 | |
| 102.0448333 | 1 | |
| 102.1322083 | 1 | |
| 107.0464167 | 1 | |
| 109.115 | 1 | |
| 114.7097083 | 1 | |
| 115.1677083 | 1 | |
| 116.1137917 | 1 | |
| 117.3541667 | 1 |
| Value | Count | Frequency (%) |
| 559.0554583 | 1 | |
| 552.9184167 | 1 | |
| 540.8067917 | 1 | |
| 539.9113333 | 1 | |
| 536.6390833 | 1 | |
| 535.2705833 | 1 | |
| 534.4649583 | 1 | |
| 527.55175 | 1 | |
| 522.96325 | 1 | |
| 514.3583333 | 1 |
| Distinct | 987 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 325 |
| Missing (%) | 24.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 134.42857 |
| Minimum | 32.825 |
|---|---|
| Maximum | 209.97292 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 32.825 |
|---|---|
| 5-th percentile | 74.35625 |
| Q1 | 116.4349 |
| median | 138.90833 |
| Q3 | 156.61042 |
| 95-th percentile | 179.41979 |
| Maximum | 209.97292 |
| Range | 177.14792 |
| Interquartile range (IQR) | 40.175521 |
Descriptive statistics
| Standard deviation | 32.093374 |
|---|---|
| Coefficient of variation (CV) | 0.23873923 |
| Kurtosis | 0.26779205 |
| Mean | 134.42857 |
| Median Absolute Deviation (MAD) | 19.858333 |
| Skewness | -0.66242514 |
| Sum | 133218.72 |
| Variance | 1029.9847 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 154.9260417 | 2 | 0.2% |
| 132.315625 | 2 | 0.2% |
| 138.9083333 | 2 | 0.2% |
| 164.9604167 | 2 | 0.2% |
| 129.9104167 | 1 | 0.1% |
| 137.484375 | 1 | 0.1% |
| 149.1208333 | 1 | 0.1% |
| 61.20833333 | 1 | 0.1% |
| 151.56875 | 1 | 0.1% |
| 144.7354167 | 1 | 0.1% |
| Other values (977) | 977 | |
| (Missing) | 325 | 24.7% |
| Value | Count | Frequency (%) |
| 32.825 | 1 | |
| 33.1375 | 1 | |
| 34.41041667 | 1 | |
| 37.4 | 1 | |
| 38.30681818 | 1 | |
| 39.30625 | 1 | |
| 41.49791667 | 1 | |
| 41.51875 | 1 | |
| 42.86666667 | 1 | |
| 44.99791667 | 1 |
| Value | Count | Frequency (%) |
| 209.9729167 | 1 | |
| 208.06875 | 1 | |
| 204.1864583 | 1 | |
| 202.825 | 1 | |
| 201.325 | 1 | |
| 197.9666667 | 1 | |
| 197.7458333 | 1 | |
| 195.9083333 | 1 | |
| 194.26875 | 1 | |
| 192.409375 | 1 |
ws
Real number (ℝ)
| Distinct | 1178 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 132 |
| Missing (%) | 10.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6715079 |
| Minimum | 0.89010417 |
|---|---|
| Maximum | 4.2766875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0.89010417 |
|---|---|
| 5-th percentile | 1.6555042 |
| Q1 | 2.2942396 |
| median | 2.7321042 |
| Q3 | 3.0733438 |
| 95-th percentile | 3.495575 |
| Maximum | 4.2766875 |
| Range | 3.3865833 |
| Interquartile range (IQR) | 0.77910417 |
Descriptive statistics
| Standard deviation | 0.5646761 |
|---|---|
| Coefficient of variation (CV) | 0.21136981 |
| Kurtosis | -0.0056414243 |
| Mean | 2.6715079 |
| Median Absolute Deviation (MAD) | 0.3834989 |
| Skewness | -0.46238125 |
| Sum | 3163.0653 |
| Variance | 0.3188591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.033166667 | 2 | 0.2% |
| 3.004125 | 2 | 0.2% |
| 2.155208333 | 2 | 0.2% |
| 3.15775 | 2 | 0.2% |
| 3.03675 | 2 | 0.2% |
| 3.366333333 | 2 | 0.2% |
| 2.571184304 | 1 | 0.1% |
| 2.934666667 | 1 | 0.1% |
| 2.45973047 | 1 | 0.1% |
| 2.366833333 | 1 | 0.1% |
| Other values (1168) | 1168 | |
| (Missing) | 132 | 10.0% |
| Value | Count | Frequency (%) |
| 0.8901041667 | 1 | |
| 0.891375 | 1 | |
| 0.9578333333 | 1 | |
| 0.9636666667 | 1 | |
| 0.9689708986 | 1 | |
| 0.9693125 | 1 | |
| 1.094833333 | 1 | |
| 1.115062176 | 1 | |
| 1.134895833 | 1 | |
| 1.13975 | 1 |
| Value | Count | Frequency (%) |
| 4.2766875 | 1 | |
| 4.130229167 | 1 | |
| 3.991354167 | 1 | |
| 3.943329689 | 1 | |
| 3.861979167 | 1 | |
| 3.850083333 | 1 | |
| 3.845543478 | 1 | |
| 3.808640177 | 1 | |
| 3.7930625 | 1 | |
| 3.787901884 | 1 |
| Distinct | 1166 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 149 |
| Missing (%) | 11.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.453067 |
| Minimum | -10.0435 |
|---|---|
| Maximum | 50.88525 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 22 |
| Negative (%) | 1.7% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | -10.0435 |
|---|---|
| 5-th percentile | 3.8511542 |
| Q1 | 14.011062 |
| median | 20.748042 |
| Q3 | 26.827792 |
| 95-th percentile | 36.8353 |
| Maximum | 50.88525 |
| Range | 60.92875 |
| Interquartile range (IQR) | 12.816729 |
Descriptive statistics
| Standard deviation | 9.9005181 |
|---|---|
| Coefficient of variation (CV) | 0.48406031 |
| Kurtosis | 0.024025044 |
| Mean | 20.453067 |
| Median Absolute Deviation (MAD) | 6.4061667 |
| Skewness | 0.00086155599 |
| Sum | 23868.73 |
| Variance | 98.020259 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34.49279167 | 2 | 0.2% |
| 29.44779167 | 1 | 0.1% |
| 20.94841667 | 1 | 0.1% |
| 16.74820833 | 1 | 0.1% |
| 14.922875 | 1 | 0.1% |
| 22.66304167 | 1 | 0.1% |
| 14.98310417 | 1 | 0.1% |
| 15.15332292 | 1 | 0.1% |
| 15.088 | 1 | 0.1% |
| 1.615625 | 1 | 0.1% |
| Other values (1156) | 1156 | |
| (Missing) | 149 | 11.3% |
| Value | Count | Frequency (%) |
| -10.0435 | 1 | |
| -8.199125 | 1 | |
| -7.135208333 | 1 | |
| -5.6449375 | 1 | |
| -4.7205 | 1 | |
| -4.056958333 | 1 | |
| -4.010416667 | 1 | |
| -4.008666667 | 1 | |
| -3.4003125 | 1 | |
| -2.7279375 | 1 |
| Value | Count | Frequency (%) |
| 50.88525 | 1 | |
| 50.48754167 | 1 | |
| 49.71333333 | 1 | |
| 48.45241667 | 1 | |
| 47.81291667 | 1 | |
| 47.34979167 | 1 | |
| 46.23125 | 1 | |
| 45.51122917 | 1 | |
| 45.47733333 | 1 | |
| 44.93783333 | 1 |
| Distinct | 1033 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 282 |
| Missing (%) | 21.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.35249 |
| Minimum | 18.508917 |
|---|---|
| Maximum | 147.66592 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 18.508917 |
|---|---|
| 5-th percentile | 48.360711 |
| Q1 | 75.367203 |
| median | 90.921615 |
| Q3 | 103.7501 |
| 95-th percentile | 120.39443 |
| Maximum | 147.66592 |
| Range | 129.157 |
| Interquartile range (IQR) | 28.382893 |
Descriptive statistics
| Standard deviation | 22.210276 |
|---|---|
| Coefficient of variation (CV) | 0.25138257 |
| Kurtosis | 0.20995495 |
| Mean | 88.35249 |
| Median Absolute Deviation (MAD) | 13.754786 |
| Skewness | -0.46292461 |
| Sum | 91356.475 |
| Variance | 493.29637 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 95.18020833 | 2 | 0.2% |
| 92.926375 | 1 | 0.1% |
| 71.83216667 | 1 | 0.1% |
| 95.14283333 | 1 | 0.1% |
| 80.27875 | 1 | 0.1% |
| 106.5915833 | 1 | 0.1% |
| 97.62210417 | 1 | 0.1% |
| 95.21833333 | 1 | 0.1% |
| 88.510375 | 1 | 0.1% |
| 81.17516667 | 1 | 0.1% |
| Other values (1023) | 1023 | |
| (Missing) | 282 | 21.4% |
| Value | Count | Frequency (%) |
| 18.50891667 | 1 | |
| 18.65333333 | 1 | |
| 19.42597917 | 1 | |
| 20.208375 | 1 | |
| 21.63791667 | 1 | |
| 23.053375 | 1 | |
| 23.3055 | 1 | |
| 23.50358333 | 1 | |
| 23.73033333 | 1 | |
| 24.22116667 | 1 |
| Value | Count | Frequency (%) |
| 147.6659167 | 1 | |
| 147.5625833 | 1 | |
| 147.0230417 | 1 | |
| 144.3867917 | 1 | |
| 140.8646875 | 1 | |
| 137.3425833 | 1 | |
| 137.225125 | 1 | |
| 136.7162708 | 1 | |
| 136.07525 | 1 | |
| 133.9537708 | 1 |
| Distinct | 1054 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 261 |
| Missing (%) | 19.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.64286 |
| Minimum | 68.235879 |
|---|---|
| Maximum | 99.522379 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 68.235879 |
|---|---|
| 5-th percentile | 75.164077 |
| Q1 | 82.191087 |
| median | 87.2967 |
| Q3 | 91.726765 |
| 95-th percentile | 95.770897 |
| Maximum | 99.522379 |
| Range | 31.2865 |
| Interquartile range (IQR) | 9.5356771 |
Descriptive statistics
| Standard deviation | 6.4050809 |
|---|---|
| Coefficient of variation (CV) | 0.073925086 |
| Kurtosis | -0.54890632 |
| Mean | 86.64286 |
| Median Absolute Deviation (MAD) | 4.825175 |
| Skewness | -0.37453256 |
| Sum | 91408.218 |
| Variance | 41.025061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 85.6635375 | 2 | 0.2% |
| 86.01182083 | 1 | 0.1% |
| 79.08537083 | 1 | 0.1% |
| 80.8546625 | 1 | 0.1% |
| 84.55933854 | 1 | 0.1% |
| 86.01404583 | 1 | 0.1% |
| 74.32185 | 1 | 0.1% |
| 77.93953333 | 1 | 0.1% |
| 89.02750417 | 1 | 0.1% |
| 83.98682917 | 1 | 0.1% |
| Other values (1044) | 1044 | |
| (Missing) | 261 | 19.8% |
| Value | Count | Frequency (%) |
| 68.23587917 | 1 | |
| 68.66025 | 1 | |
| 69.64278333 | 1 | |
| 69.88706458 | 1 | |
| 70.13134583 | 1 | |
| 70.14143333 | 1 | |
| 70.37562708 | 1 | |
| 70.61990833 | 1 | |
| 71.14267917 | 1 | |
| 71.3171125 | 1 |
| Value | Count | Frequency (%) |
| 99.52237917 | 1 | |
| 99.44590417 | 1 | |
| 99.1845625 | 1 | |
| 99.08865833 | 1 | |
| 99.02960833 | 1 | |
| 98.3446125 | 1 | |
| 98.1899 | 1 | |
| 97.99869583 | 1 | |
| 97.9927625 | 1 | |
| 97.98884348 | 1 |
| Distinct | 1080 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 235 |
| Missing (%) | 17.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.180113 |
| Minimum | 13.6365 |
|---|---|
| Maximum | 19.105273 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 13.6365 |
|---|---|
| 5-th percentile | 14.605396 |
| Q1 | 15.546667 |
| median | 16.099458 |
| Q3 | 16.747583 |
| 95-th percentile | 17.947583 |
| Maximum | 19.105273 |
| Range | 5.4687727 |
| Interquartile range (IQR) | 1.2009167 |
Descriptive statistics
| Standard deviation | 0.9722772 |
|---|---|
| Coefficient of variation (CV) | 0.060090877 |
| Kurtosis | 0.27338126 |
| Mean | 16.180113 |
| Median Absolute Deviation (MAD) | 0.59841667 |
| Skewness | 0.37127232 |
| Sum | 17490.702 |
| Variance | 0.94532295 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.45216667 | 2 | 0.2% |
| 15.95204167 | 1 | 0.1% |
| 15.61061458 | 1 | 0.1% |
| 16.60195833 | 1 | 0.1% |
| 16.06758333 | 1 | 0.1% |
| 16.22908333 | 1 | 0.1% |
| 17.55404167 | 1 | 0.1% |
| 16.23620833 | 1 | 0.1% |
| 17.71679167 | 1 | 0.1% |
| 18.60675 | 1 | 0.1% |
| Other values (1070) | 1070 | |
| (Missing) | 235 | 17.9% |
| Value | Count | Frequency (%) |
| 13.6365 | 1 | |
| 13.76983333 | 1 | |
| 13.78266667 | 1 | |
| 13.81761364 | 1 | |
| 13.8420625 | 1 | |
| 14.01375 | 1 | |
| 14.0215625 | 1 | |
| 14.04940909 | 1 | |
| 14.08720833 | 1 | |
| 14.115625 | 1 |
| Value | Count | Frequency (%) |
| 19.10527273 | 1 | |
| 19.04875 | 1 | |
| 19.01258333 | 1 | |
| 18.952125 | 1 | |
| 18.94704545 | 1 | |
| 18.94041667 | 1 | |
| 18.9200625 | 1 | |
| 18.86779167 | 1 | |
| 18.83777083 | 1 | |
| 18.83508333 | 1 |
Fh2o
Real number (ℝ)
| Distinct | 1111 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 201 |
| Missing (%) | 15.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -951.60529 |
| Minimum | -9582.0808 |
|---|---|
| Maximum | 3.9388333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 484 |
| Negative (%) | 36.8% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | -9582.0808 |
|---|---|
| 5-th percentile | -5415.5388 |
| Q1 | -831.81694 |
| median | 1.3978333 |
| Q3 | 2.1255625 |
| 95-th percentile | 2.6180375 |
| Maximum | 3.9388333 |
| Range | 9586.0196 |
| Interquartile range (IQR) | 833.9425 |
Descriptive statistics
| Standard deviation | 1798.3655 |
|---|---|
| Coefficient of variation (CV) | -1.8898229 |
| Kurtosis | 5.2574889 |
| Mean | -951.60529 |
| Median Absolute Deviation (MAD) | 1.1432083 |
| Skewness | -2.3813228 |
| Sum | -1061039.9 |
| Variance | 3234118.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.578416667 | 2 | 0.2% |
| 2.083333333 | 2 | 0.2% |
| 2.165625 | 2 | 0.2% |
| 2.292958333 | 2 | 0.2% |
| 2.43225 | 1 | 0.1% |
| -2915.343667 | 1 | 0.1% |
| 1.828333333 | 1 | 0.1% |
| 2.17 | 1 | 0.1% |
| 2.372041667 | 1 | 0.1% |
| 2.02 | 1 | 0.1% |
| Other values (1101) | 1101 | |
| (Missing) | 201 | 15.3% |
| Value | Count | Frequency (%) |
| -9582.080792 | 1 | |
| -9165.753542 | 1 | |
| -9165.694583 | 1 | |
| -9164.931417 | 1 | |
| -8749.115167 | 1 | |
| -8332.511042 | 1 | |
| -8332.496542 | 1 | |
| -8332.485583 | 1 | |
| -8332.445292 | 1 | |
| -8332.389792 | 1 |
| Value | Count | Frequency (%) |
| 3.938833333 | 1 | |
| 3.2915 | 1 | |
| 3.133041667 | 1 | |
| 3.128375 | 1 | |
| 3.041166667 | 1 | |
| 3.019166667 | 1 | |
| 3.013791667 | 1 | |
| 3.008416667 | 1 | |
| 2.99075 | 1 | |
| 2.953708333 | 1 |
| Distinct | 1036 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 279 |
| Missing (%) | 21.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8651696 |
| Minimum | 2.5157528 |
|---|---|
| Maximum | 3.1905864 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 2.5157528 |
|---|---|
| 5-th percentile | 2.6459188 |
| Q1 | 2.7845962 |
| median | 2.8667655 |
| Q3 | 2.9447157 |
| 95-th percentile | 3.0674762 |
| Maximum | 3.1905864 |
| Range | 0.67483365 |
| Interquartile range (IQR) | 0.16011948 |
Descriptive statistics
| Standard deviation | 0.12202887 |
|---|---|
| Coefficient of variation (CV) | 0.042590452 |
| Kurtosis | -0.08827951 |
| Mean | 2.8651696 |
| Median Absolute Deviation (MAD) | 0.08027149 |
| Skewness | -0.10253991 |
| Sum | 2971.1809 |
| Variance | 0.014891045 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.63437081 | 2 | 0.2% |
| 3.084328941 | 1 | 0.1% |
| 2.556237044 | 1 | 0.1% |
| 2.8474846 | 1 | 0.1% |
| 2.832305478 | 1 | 0.1% |
| 2.855036252 | 1 | 0.1% |
| 2.836559628 | 1 | 0.1% |
| 2.602266749 | 1 | 0.1% |
| 2.775507246 | 1 | 0.1% |
| 3.10752355 | 1 | 0.1% |
| Other values (1026) | 1026 | |
| (Missing) | 279 | 21.2% |
| Value | Count | Frequency (%) |
| 2.515752762 | 1 | |
| 2.517931475 | 1 | |
| 2.532627264 | 1 | |
| 2.538286193 | 1 | |
| 2.549773285 | 1 | |
| 2.553417028 | 1 | |
| 2.556237044 | 1 | |
| 2.567478213 | 1 | |
| 2.568345597 | 1 | |
| 2.571580498 | 1 |
| Value | Count | Frequency (%) |
| 3.190586415 | 1 | |
| 3.172285719 | 1 | |
| 3.165801447 | 1 | |
| 3.165782546 | 1 | |
| 3.161710058 | 1 | |
| 3.153565011 | 1 | |
| 3.151444992 | 1 | |
| 3.151041216 | 1 | |
| 3.144668528 | 1 | |
| 3.136575876 | 1 |
| Distinct | 1294 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 19 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3767037 |
| Minimum | 2.6620042 |
|---|---|
| Maximum | 4.0224292 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 2.6620042 |
|---|---|
| 5-th percentile | 2.9759675 |
| Q1 | 3.2017182 |
| median | 3.3866333 |
| Q3 | 3.560625 |
| 95-th percentile | 3.7575375 |
| Maximum | 4.0224292 |
| Range | 1.360425 |
| Interquartile range (IQR) | 0.35890682 |
Descriptive statistics
| Standard deviation | 0.24235107 |
|---|---|
| Coefficient of variation (CV) | 0.071771493 |
| Kurtosis | -0.51508873 |
| Mean | 3.3767037 |
| Median Absolute Deviation (MAD) | 0.17984167 |
| Skewness | -0.15311369 |
| Sum | 4379.5847 |
| Variance | 0.058734039 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.535325 | 2 | 0.2% |
| 3.12005 | 2 | 0.2% |
| 3.620170833 | 2 | 0.2% |
| 3.324495833 | 1 | 0.1% |
| 3.369266667 | 1 | 0.1% |
| 3.395016667 | 1 | 0.1% |
| 3.660979167 | 1 | 0.1% |
| 3.168266667 | 1 | 0.1% |
| 2.9361875 | 1 | 0.1% |
| 3.551483333 | 1 | 0.1% |
| Other values (1284) | 1284 | |
| (Missing) | 19 | 1.4% |
| Value | Count | Frequency (%) |
| 2.662004167 | 1 | |
| 2.7034125 | 1 | |
| 2.743766667 | 1 | |
| 2.7546875 | 1 | |
| 2.769091667 | 1 | |
| 2.775491667 | 1 | |
| 2.776045833 | 1 | |
| 2.778 | 1 | |
| 2.787675 | 1 | |
| 2.795795833 | 1 |
| Value | Count | Frequency (%) |
| 4.022429167 | 1 | |
| 3.929691667 | 1 | |
| 3.928616667 | 1 | |
| 3.924170833 | 1 | |
| 3.9185375 | 1 | |
| 3.913617391 | 1 | |
| 3.907641667 | 1 | |
| 3.899854167 | 1 | |
| 3.886172727 | 1 | |
| 3.874625 | 1 |
So
Real number (ℝ)
| Distinct | 718 |
|---|---|
| Distinct (%) | 54.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 415.75813 |
| Minimum | 372.2964 |
|---|---|
| Maximum | 441.29846 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 372.2964 |
|---|---|
| 5-th percentile | 373.40442 |
| Q1 | 396.1086 |
| median | 426.02822 |
| Q3 | 434.2253 |
| 95-th percentile | 440.41383 |
| Maximum | 441.29846 |
| Range | 69.002057 |
| Interquartile range (IQR) | 38.116701 |
Descriptive statistics
| Standard deviation | 22.673836 |
|---|---|
| Coefficient of variation (CV) | 0.054536122 |
| Kurtosis | -0.96101712 |
| Mean | 415.75813 |
| Median Absolute Deviation (MAD) | 10.756163 |
| Skewness | -0.73878008 |
| Sum | 547137.7 |
| Variance | 514.10284 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 425.3425789 | 4 | 0.3% |
| 426.6909625 | 3 | 0.2% |
| 426.333287 | 3 | 0.2% |
| 411.2465478 | 2 | 0.2% |
| 429.7734646 | 2 | 0.2% |
| 436.2612064 | 2 | 0.2% |
| 441.1804659 | 2 | 0.2% |
| 407.2666137 | 2 | 0.2% |
| 372.626972 | 2 | 0.2% |
| 428.7377697 | 2 | 0.2% |
| Other values (708) | 1292 |
| Value | Count | Frequency (%) |
| 372.2963989 | 2 | |
| 372.2963989 | 1 | |
| 372.3051404 | 2 | |
| 372.3051404 | 2 | |
| 372.3163363 | 2 | |
| 372.3163363 | 2 | |
| 372.3425868 | 2 | |
| 372.3425868 | 2 | |
| 372.3648969 | 2 | |
| 372.3648969 | 2 |
| Value | Count | Frequency (%) |
| 441.2984556 | 2 | |
| 441.2984556 | 2 | |
| 441.2969526 | 1 | |
| 441.2969526 | 2 | |
| 441.2807291 | 2 | |
| 441.2807291 | 1 | |
| 441.2765501 | 2 | |
| 441.2765501 | 2 | |
| 441.2434632 | 2 | |
| 441.2434632 | 1 |
NEE
Real number (ℝ)
| Distinct | 1147 |
|---|---|
| Distinct (%) | 87.4% |
| Missing | 3 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.040131378 |
| Minimum | -3.9400529 |
|---|---|
| Maximum | 4.1293851 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 653 |
| Negative (%) | 49.6% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | -3.9400529 |
|---|---|
| 5-th percentile | -2.0799727 |
| Q1 | -0.75554265 |
| median | 0.0093635343 |
| Q3 | 0.64030709 |
| 95-th percentile | 1.9391796 |
| Maximum | 4.1293851 |
| Range | 8.0694379 |
| Interquartile range (IQR) | 1.3958497 |
Descriptive statistics
| Standard deviation | 1.219423 |
|---|---|
| Coefficient of variation (CV) | -30.385775 |
| Kurtosis | 0.84715872 |
| Mean | -0.040131378 |
| Median Absolute Deviation (MAD) | 0.70975227 |
| Skewness | 0.038109062 |
| Sum | -52.692499 |
| Variance | 1.4869925 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3633180916 | 23 | 1.7% |
| 0.9027372678 | 20 | 1.5% |
| 0.09247122752 | 19 | 1.4% |
| -0.3369108543 | 15 | 1.1% |
| 0.1379147689 | 14 | 1.1% |
| 0.5448720383 | 14 | 1.1% |
| -1.220333716 | 14 | 1.1% |
| 0.5925394284 | 13 | 1.0% |
| -0.2995503442 | 11 | 0.8% |
| 0.3366597182 | 8 | 0.6% |
| Other values (1137) | 1162 |
| Value | Count | Frequency (%) |
| -3.940052858 | 1 | |
| -3.871265441 | 1 | |
| -3.846119369 | 1 | |
| -3.680795139 | 1 | |
| -3.630852229 | 1 | |
| -3.611621635 | 1 | |
| -3.608726729 | 1 | |
| -3.530271902 | 1 | |
| -3.492290657 | 1 | |
| -3.489773019 | 1 |
| Value | Count | Frequency (%) |
| 4.129385064 | 1 | |
| 3.997500447 | 1 | |
| 3.852201303 | 1 | |
| 3.827729395 | 1 | |
| 3.61461304 | 1 | |
| 3.603123643 | 1 | |
| 3.526028597 | 1 | |
| 3.449391597 | 1 | |
| 3.4257663 | 1 | |
| 3.396854961 | 1 |
| Distinct | 167 |
|---|---|
| Distinct (%) | 12.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3270714 |
| Minimum | 0 |
|---|---|
| Maximum | 128.27 |
| Zeros | 710 |
| Zeros (%) | 54.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3.6195 |
| 95-th percentile | 21.9075 |
| Maximum | 128.27 |
| Range | 128.27 |
| Interquartile range (IQR) | 3.6195 |
Descriptive statistics
| Standard deviation | 10.619895 |
|---|---|
| Coefficient of variation (CV) | 2.4542917 |
| Kurtosis | 35.434545 |
| Mean | 4.3270714 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.009082 |
| Sum | 5694.426 |
| Variance | 112.78218 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 710 | |
| 0.254 | 72 | 5.5% |
| 0.508 | 29 | 2.2% |
| 0.762 | 27 | 2.1% |
| 3.048 | 23 | 1.7% |
| 1.524 | 20 | 1.5% |
| 1.016 | 19 | 1.4% |
| 1.27 | 19 | 1.4% |
| 2.54 | 13 | 1.0% |
| 2.032 | 12 | 0.9% |
| Other values (157) | 372 |
| Value | Count | Frequency (%) |
| 0 | 710 | |
| 0.254 | 72 | 5.5% |
| 0.508 | 29 | 2.2% |
| 0.762 | 27 | 2.1% |
| 1.016 | 19 | 1.4% |
| 1.27 | 19 | 1.4% |
| 1.524 | 20 | 1.5% |
| 1.778 | 11 | 0.8% |
| 2.032 | 12 | 0.9% |
| 2.286 | 9 | 0.7% |
| Value | Count | Frequency (%) |
| 128.27 | 1 | |
| 96.012 | 1 | |
| 94.234 | 1 | |
| 93.98 | 1 | |
| 83.058 | 1 | |
| 81.534 | 1 | |
| 76.2 | 1 | |
| 62.992 | 1 | |
| 61.468 | 1 | |
| 59.944 | 1 |
| Distinct | 1301 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.25924245 |
| Minimum | 0.017746524 |
|---|---|
| Maximum | 1.7788357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0.017746524 |
|---|---|
| 5-th percentile | 0.070878531 |
| Q1 | 0.1431835 |
| median | 0.21806244 |
| Q3 | 0.29809703 |
| 95-th percentile | 0.6216788 |
| Maximum | 1.7788357 |
| Range | 1.7610892 |
| Interquartile range (IQR) | 0.15491353 |
Descriptive statistics
| Standard deviation | 0.19419633 |
|---|---|
| Coefficient of variation (CV) | 0.74909154 |
| Kurtosis | 10.73203 |
| Mean | 0.25924245 |
| Median Absolute Deviation (MAD) | 0.077814481 |
| Skewness | 2.7196885 |
| Sum | 337.27443 |
| Variance | 0.037712214 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1237706365 | 1 | 0.1% |
| 0.4489211706 | 1 | 0.1% |
| 0.2393149166 | 1 | 0.1% |
| 0.2226981888 | 1 | 0.1% |
| 0.04571464717 | 1 | 0.1% |
| 0.1305982694 | 1 | 0.1% |
| 0.1142352307 | 1 | 0.1% |
| 0.168023493 | 1 | 0.1% |
| 0.2316856133 | 1 | 0.1% |
| 0.1446391973 | 1 | 0.1% |
| Other values (1291) | 1291 | |
| (Missing) | 15 | 1.1% |
| Value | Count | Frequency (%) |
| 0.01774652385 | 1 | |
| 0.02708058325 | 1 | |
| 0.0273432066 | 1 | |
| 0.0298522179 | 1 | |
| 0.03170419667 | 1 | |
| 0.03230624799 | 1 | |
| 0.03274396525 | 1 | |
| 0.03428211913 | 1 | |
| 0.03600417644 | 1 | |
| 0.0390806554 | 1 |
| Value | Count | Frequency (%) |
| 1.778835739 | 1 | |
| 1.488781834 | 1 | |
| 1.453398735 | 1 | |
| 1.322331482 | 1 | |
| 1.296995674 | 1 | |
| 1.29104853 | 1 | |
| 1.233546347 | 1 | |
| 1.217994241 | 1 | |
| 1.212086453 | 1 | |
| 1.203660954 | 1 |
LAI
Real number (ℝ)
| Distinct | 1315 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.81930432 |
| Minimum | 0.47481937 |
|---|---|
| Maximum | 1.413536 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0.47481937 |
|---|---|
| 5-th percentile | 0.56443677 |
| Q1 | 0.64203582 |
| median | 0.73142477 |
| Q3 | 1.0162372 |
| 95-th percentile | 1.2145133 |
| Maximum | 1.413536 |
| Range | 0.93871663 |
| Interquartile range (IQR) | 0.37420135 |
Descriptive statistics
| Standard deviation | 0.21981168 |
|---|---|
| Coefficient of variation (CV) | 0.26829064 |
| Kurtosis | -0.9112733 |
| Mean | 0.81930432 |
| Median Absolute Deviation (MAD) | 0.12714711 |
| Skewness | 0.64348886 |
| Sum | 1077.3852 |
| Variance | 0.048317175 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.006993895 | 1 | 0.1% |
| 1.196562107 | 1 | 0.1% |
| 0.6023442012 | 1 | 0.1% |
| 1.34419961 | 1 | 0.1% |
| 0.6747174045 | 1 | 0.1% |
| 0.9198705992 | 1 | 0.1% |
| 0.7015911621 | 1 | 0.1% |
| 0.5437385923 | 1 | 0.1% |
| 0.9114065374 | 1 | 0.1% |
| 1.027621383 | 1 | 0.1% |
| Other values (1305) | 1305 |
| Value | Count | Frequency (%) |
| 0.4748193738 | 1 | |
| 0.4842411531 | 1 | |
| 0.4961232035 | 1 | |
| 0.4992068136 | 1 | |
| 0.501043482 | 1 | |
| 0.5057531676 | 1 | |
| 0.5064695356 | 1 | |
| 0.5095952718 | 1 | |
| 0.512410631 | 1 | |
| 0.5134943911 | 1 |
| Value | Count | Frequency (%) |
| 1.413536004 | 1 | |
| 1.392756543 | 1 | |
| 1.366300843 | 1 | |
| 1.362119223 | 1 | |
| 1.34419961 | 1 | |
| 1.33032874 | 1 | |
| 1.304147546 | 1 | |
| 1.303625604 | 1 | |
| 1.294660712 | 1 | |
| 1.291776066 | 1 |
Auto
The auto setting is an interpretable pairwise column metric of the following mapping:- Variable_type-Variable_type : Method, Range
- Categorical-Categorical : Cramer's V, [0,1]
- Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
- Numerical-Numerical : Spearman's ρ, [-1,1]
This configuration uses the recommended metric for each pair of columns.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.| Date | ta | press | par | Rn | ws | H | LE | rh | h2o | Fh2o | ee | ees | So | NEE | prec | aod | LAI | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 855 | 2004-05-04 | 25.160417 | 97.579804 | 297.215958 | 130.568750 | 2.299962 | 18.595667 | NaN | 93.182042 | NaN | NaN | 3.084329 | 3.324496 | 400.794615 | 0.363318 | 3.048 | 0.123771 | 1.006994 |
| 381 | 2003-01-16 | 26.271417 | 97.620146 | 368.249708 | 135.560417 | 3.305682 | 21.286250 | 85.544750 | 75.800296 | 15.573792 | 1.950708 | 2.627885 | 3.523296 | 430.751171 | -0.064632 | 0.000 | 0.237433 | 0.764556 |
| 721 | 2003-12-22 | 24.950522 | 97.433821 | 341.673417 | 130.594792 | 3.028667 | 9.994896 | 80.385083 | NaN | 16.083375 | -415.064875 | NaN | 3.377138 | 425.445410 | 1.407808 | 1.524 | 0.239129 | 0.617596 |
| 577 | 2003-07-31 | 25.938708 | 97.722537 | 389.513583 | 92.587500 | 3.066454 | 24.866833 | 106.400625 | 82.178854 | 15.861125 | 2.426708 | 2.844955 | 3.498562 | 390.518107 | 0.646833 | 0.000 | 0.204137 | 1.211760 |
| 35 | 2002-02-04 | 26.081304 | 97.634412 | 535.270583 | NaN | 3.305604 | 25.365679 | NaN | 78.797461 | 17.932597 | -2914.426375 | 2.700032 | 3.461342 | 437.261633 | 2.301349 | 0.000 | 0.095773 | 0.621415 |
| 301 | 2002-10-28 | 25.779292 | 97.329392 | 455.454333 | 177.822917 | 3.787902 | 20.660583 | 103.776750 | 77.516592 | 14.953458 | -1247.873250 | 2.798608 | 3.676725 | 435.813511 | -1.683590 | 0.000 | 0.436747 | 0.519126 |
| 689 | 2003-11-20 | 24.840375 | 97.306183 | 308.247042 | 117.712500 | 3.056250 | 17.052292 | 91.717667 | NaN | 17.872167 | 2.090417 | NaN | 3.383683 | 430.049489 | -2.965607 | 0.000 | 0.284184 | 0.771282 |
| 1019 | 2004-10-15 | 27.227271 | 97.359775 | 442.881458 | 170.861458 | 2.989729 | 30.430875 | 103.926830 | 83.722885 | 15.789225 | -3749.167500 | 3.110493 | 3.793438 | 436.835230 | -0.552739 | 0.000 | 0.275550 | 0.668496 |
| 1252 | 2005-06-05 | 26.084292 | 97.281600 | 381.474500 | NaN | 3.178417 | 22.970625 | 61.235186 | 95.256725 | 15.967602 | -4581.957000 | NaN | 3.594292 | 376.753141 | 0.935356 | 0.000 | 0.101104 | 1.074035 |
| 861 | 2004-05-10 | 24.564042 | 97.655767 | 194.129375 | 83.389583 | 1.709354 | 6.155958 | NaN | 95.899529 | NaN | NaN | 3.052323 | 3.186679 | 395.189676 | 0.363318 | 22.606 | 0.169818 | 0.779472 |
| Date | ta | press | par | Rn | ws | H | LE | rh | h2o | Fh2o | ee | ees | So | NEE | prec | aod | LAI | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 347 | 2002-12-13 | 26.140292 | 97.430067 | 408.938083 | 161.357292 | 3.352590 | 16.715708 | 96.182625 | 83.332250 | 17.178958 | -414.611875 | 2.880613 | 3.509688 | 425.533751 | 1.229455 | 0.000 | 0.259266 | 0.596157 |
| 551 | 2003-07-05 | 25.192125 | 97.583304 | 368.924125 | 151.152083 | 2.135375 | 27.788625 | 99.858688 | 83.904313 | 15.930021 | -414.610875 | 2.740235 | 3.302467 | 374.391788 | 0.592539 | 0.254 | 0.078570 | 1.153500 |
| 540 | 2003-06-24 | 23.836167 | 97.815112 | 298.431583 | 121.439583 | 2.622333 | 21.135958 | NaN | 91.720779 | NaN | NaN | 2.781823 | 3.051175 | 372.316336 | 0.336660 | 6.096 | 0.165595 | 1.145905 |
| 727 | 2003-12-28 | 23.852750 | 97.199588 | 324.613333 | 127.943750 | 3.323458 | 7.581875 | 94.582417 | NaN | 17.034042 | 2.154500 | NaN | 3.139929 | 426.028221 | -0.705784 | 7.366 | 0.278296 | 0.582518 |
| 516 | 2003-05-31 | 24.157750 | 97.755500 | 235.607458 | 97.414583 | 2.846995 | 7.321167 | 61.418667 | 93.538104 | 16.811250 | 1.397833 | 2.911307 | 3.118671 | 379.496832 | 1.364285 | 23.876 | 0.168825 | 1.028997 |
| 929 | 2004-07-17 | 23.855958 | 97.786979 | 186.996125 | 71.158333 | 2.217417 | 10.746208 | NaN | 94.864343 | NaN | NaN | 2.930601 | 3.075812 | 380.834992 | 1.640675 | 0.000 | 0.135134 | 1.161527 |
| 1037 | 2004-11-02 | 25.610625 | 97.273108 | 198.415042 | 129.040625 | 3.244625 | 18.716583 | 105.880938 | 84.163356 | 15.073833 | NaN | 2.912037 | 3.593588 | 434.615135 | -0.345522 | 0.000 | 0.276694 | 0.597915 |
| 1237 | 2005-05-21 | 22.302208 | 97.423979 | 331.865042 | NaN | 1.551625 | 4.023630 | NaN | 96.249808 | NaN | -6665.617583 | 2.758810 | 2.868496 | 386.566950 | 0.332442 | 33.020 | 0.215549 | 1.023359 |
| 206 | 2002-07-25 | 25.798708 | 97.815858 | 439.461500 | 158.775000 | 2.837333 | 42.829042 | 87.114042 | 82.897367 | 16.660000 | 1.986333 | 2.797232 | 3.406321 | 385.738409 | -0.044428 | 0.254 | 0.113946 | 1.031625 |
| 985 | 2004-09-11 | 25.242250 | 97.529392 | 331.482208 | 141.314583 | 2.588625 | 19.237042 | 94.124625 | 89.177313 | 15.886792 | 2.146375 | 2.954845 | 3.353721 | 425.905442 | -0.893745 | 5.080 | 1.778836 | 0.911696 |